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| Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者: Liu Y.; Jing W.; Wang Q.; Xia X.
  收藏 | 浏览/下载：32/0 | 提交时间：2020/07/28
Decision trees Land surface temperature Learning systems Nearest neighbor search Neural networks Object oriented programming Soil moisture Support vector machines Support vector regression Surveying Topography Vegetation Classification and regression tree Correlation coefficient Digital elevation model Geographic coordinates High spatial resolution K nearest neighbor (KNN) Machine learning techniques Normalized difference vegetation index Learning algorithms algorithm comparative study correlation data set digital elevation model downscaling machine learning NDVI soil moisture spatial analysis surface temperature Australia China North America Qinghai-Xizang Plateau Spain |
| Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data 期刊论文
, 2020, 卷号: 136
作者: Filippucci P.; Tarpanelli A.; Massari C.; Serafini A.; Strati V.; Alberi M.; Raptis K.G.C.; Mantovani F.; Brocca L.
收藏 | 浏览/下载：35/0 | 提交时间：2020/07/28
Correlation methods Gamma ray spectrometers Gamma rays Global warming Irrigation Soil moisture Calibration methodologies Estimation techniques Gamma-ray spectroscopy Innovative approaches Pearson correlation Ray method Sm2rain Spatial and temporal resolutions Soil surveys estimation method gamma radiation irrigation soil moisture spatiotemporal analysis Emilia |
| Extreme value metastatistical analysis of remotely sensed rainfall in ungauged areas: Spatial downscaling and error modelling 期刊论文
, 2020, 卷号: 135
作者: Zorzetto E.; Marani M.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Meteorological radar Probability density function Rain Remote sensing Statistical tests Uncertainty analysis Extreme rainfall High quantile estimations Metastatistics Quantitative validation Rainfall downscaling Spatial correlation structures Statistical techniques Tropical rainfall measuring missions Rain gages downscaling error analysis extreme event modeling precipitation (climatology) rainfall remote sensing spatial analysis statistical analysis |
| Energy eco-efficiency: Is there any spatial correlation between different regions? 期刊论文
Energy Policy, 2020, 卷号: 140
作者: Peng B.; Wang Y.; Wei G.
收藏 | 浏览/下载：36/0 | 提交时间：2021/09/01
Energy eco-efficiency Social network analysis Spatial correlation Super efficiency slack based model Vector autoregression granger causality test |
| Modelling the spatial correlation of earthquake ground motion: Insights from the literature, data from the 2016–2017 Central Italy earthquake sequence and ground-motion simulations 期刊论文
Earth Science Reviews, 2020, 卷号: 203
作者: Schiappapietra E.; Douglas J.
收藏 | 浏览/下载：186/0 | 提交时间：2021/09/01
Earthquake Ground-motion intensity measures Seismic hazard Spatial correlation Strong ground motion |
| Prediction of PM2.5 daily concentrations for grid points throughout a vast area using remote sensing data and an improved dynamic spatial panel model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237
作者: Fu M.; Kelly J.A.; Clinch J.P.
收藏 | 浏览/下载：34/0 | 提交时间：2022/01/18
Dynamic spatial panel model Out-of-sample prediction PM2.5 concentration Remote sensing Temporal-spatial correlation |
| Evaluation and uncertainty investigation of the NO2, CO and NH3 modeling over China under the framework of MICS-Asia III 期刊论文
, 2020, 卷号: 20, 期号: 1
作者: Kong L.; Tang X.; Zhu J.; Wang Z.; S. Fu J.; Wang X.; Itahashi S.; Yamaji K.; Nagashima T.; Lee H.-J.; Kim C.-H.; Lin C.-Y.; Chen L.; Zhang M.; Tao Z.; Li J.; Kajino M.; Liao H.; Wang Z.; Sudo K.; Wang Y.; Pan Y.; Tang G.; Li M.; Wu Q.; Ge B.; R. Carmichael G.
收藏 | 浏览/下载：45/0 | 提交时间：2020/07/28
ammonia atmospheric transport carbon monoxide concentration (composition) correlation emission inventory nitrogen dioxide spatial variation uncertainty analysis China Guangdong North China Plain Zhujiang Delta |
| Spatio-temporal accuracy evaluation of three high-resolution satellite precipitation products in China area 期刊论文
, 2020, 卷号: 241
作者: Yu C.; Hu D.; Liu M.; Wang S.; Di Y.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Autocorrelation Chirp modulation Correlation detectors Image resolution Rain gages Satellites Storms Surface plasmon resonance China CHIRPS GPM-IMERG Performance evaluation PERSIANN Satellite precipitation products Rain image resolution precipitation assessment raingauge satellite data satellite imagery seasonal variation spatial resolution spatiotemporal analysis China |
| Inter-comparison of multi-satellites and Aeronet AOD over Indian Region 期刊论文
, 2020, 卷号: 240
作者: Mangla R.; J I.; Chakra S.S.
收藏 | 浏览/下载：20/0 | 提交时间：2020/07/28
Aerosols Dust Optical properties Satellites Storms AERONET MISR MODIS Seasonal Spatial correlations Radiometers AERONET aerosol correlation MISR MODIS optical depth seasonal variation Gangetic Plain India Jaipur Rajasthan |
| Measurements of light-absorbing impurities in snow over four glaciers on the Tibetan Plateau 期刊论文
, 2020, 卷号: 243
作者: Niu H.; Kang S.; Wang Y.; Sarangi C.; Rupakheti D.; Qian Y.
收藏 | 浏览/下载：197/0 | 提交时间：2020/07/28
Atmospheric chemistry Atmospheric movements Atmospheric thermodynamics Deposition Dust Organic carbon Physicochemical properties Scanning electron microscopy Snow Climatic effects Depositional process Interannual variation Measurements of Optical attenuation Physio-chemical properties Spatial heterogeneity Strong correlation Atmospheric aerosols absorption aerosol composition aerosol formation atmospheric chemistry black carbon glacier dynamics snow cover China Qinghai-Xizang Plateau |
